Action Recognition on PKU-MMD Cross-View
98.7AccuracyACLNet
Evaluation Results
| Method | Links | |
|---|---|---|
| ACLNet2026.01 | 98.7 | |
| BHaRNet-MModality=J+B+JM+BM+RGB, GFLOPs=13.0, Params(M)=22.22026.01 | 98.7 | |
| MMNetModality=J+B+RGB, GFLOPs=89.2, Params(M)=34.22026.01 | 98.6 | |
| BHaRNet-MModality=J+B+RGB, GFLOPs=7.6, Params(M)=16.72026.01 | 98.5 | |
| EPAM-NetModality (Skeleton)=true, Modality (RGB)=true2024.08 | 98.4 | |
| EPAM-NetModality=J+RGB, GFLOPs=8.1, Params(M)=2.52026.01 | 98.4 | |
| MMNetModality (Skeleton)=true, Modality (RGB)=true, Backbone=Inception-v32024.08 | 98.1 | |
| MMNetModality (Skeleton)=true, Modality (RGB)=true, Backbone=ResNet182024.08 | 98 | |
| TCEM-MMNetModality (Skeleton)=true, Modality (RGB)=true2024.08 | 98 | |
| BHaRNet-M†Modality=J+B+RGB, GFLOPs=7.6, Params(M)=16.72026.01 | 97.9 | |
| TSMFModality (Skeleton)=true, Modality (RGB)=true2024.08 | 97.8 | |
| SRNetModality (Skeleton)=true, Modality (RGB)=false2024.08 | 97 | |
| AJTPPublication=TCSVT 20242026.01 | 96.7 | |
| DVANetModality=RGB2023.12 | 95.2 | |
| RF-ActionPublication=ICCV 20192026.01 | 94.4 | |
| (Li et al. 2018a) (IJCAI '18)Modality=Skeleton2023.12 | 94.2 | |
| (Cheng et al. 2022) (TSM)Modality=RGB+Depth2023.12 | 94.2 | |
| CNN-basedModality (Skeleton)=true, Modality (RGB)=false2024.08 | 93.7 | |
| (Song et al. 2017)Modality=Skeleton2023.12 | 92.6 | |
| (Lin et al. 2020) (PAMI '22)Modality=RGB+Depth2023.12 | 92.6 | |
| STA-LSTMModality (Skeleton)=true, Modality (RGB)=false2024.08 | 92.6 | |
| STA-LSTMPublication=TIP 20182026.01 | 92.6 | |
| (Elias, Sedmidubsky, and Zezula 2019) (ISM '19)Modality=Skeleton2023.12 | 92.2 | |
| (Cheng et al. 2022) (TSN)Modality=RGB+Depth2023.12 | 92.1 | |
| ActCLRPublication=CVPR 20232026.01 | 91.6 | |
| (Wang et al. 2018b) (PAMI '19)Modality=RGB+Depth2023.12 | 85.7 |